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			<h1>infers - v1.4.0</h1>
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				<h2>Index</h2>
				<section class="tsd-panel tsd-index-panel">
					<div class="tsd-index-content">
						<section class="tsd-index-section ">
							<h3>Enumerations</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-enum"><a href="enums/channel.html" class="tsd-kind-icon">Channel</a></li>
							</ul>
						</section>
						<section class="tsd-index-section ">
							<h3>Classes</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-class"><a href="classes/bpnet.html" class="tsd-kind-icon">BPNet</a></li>
								<li class="tsd-kind-class"><a href="classes/edge.html" class="tsd-kind-icon">Edge</a></li>
								<li class="tsd-kind-class"><a href="classes/matrix.html" class="tsd-kind-icon">Matrix</a></li>
								<li class="tsd-kind-class"><a href="classes/point.html" class="tsd-kind-icon">Point</a></li>
								<li class="tsd-kind-class"><a href="classes/polygon.html" class="tsd-kind-icon">Polygon</a></li>
								<li class="tsd-kind-class"><a href="classes/rnn.html" class="tsd-kind-icon">RNN</a></li>
							</ul>
						</section>
						<section class="tsd-index-section ">
							<h3>Interfaces</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-interface"><a href="interfaces/bpnetoptions.html" class="tsd-kind-icon">BPNet<wbr>Options</a></li>
								<li class="tsd-kind-interface"><a href="interfaces/generatematrixoptions.html" class="tsd-kind-icon">Generate<wbr>Matrix<wbr>Options</a></li>
								<li class="tsd-kind-interface"><a href="interfaces/rnnforwardresult.html" class="tsd-kind-icon">RNNForward<wbr>Result</a></li>
								<li class="tsd-kind-interface"><a href="interfaces/rnnoptions.html" class="tsd-kind-icon">RNNOptions</a></li>
								<li class="tsd-kind-interface"><a href="interfaces/rnntrainingoptions.html" class="tsd-kind-icon">RNNTraining<wbr>Options</a></li>
								<li class="tsd-kind-interface"><a href="interfaces/trainingoptions.html" class="tsd-kind-icon">Training<wbr>Options</a></li>
							</ul>
						</section>
						<section class="tsd-index-section ">
							<h3>Type aliases</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-type-alias"><a href="modules.html#activationfunction" class="tsd-kind-icon">Activation<wbr>Function</a></li>
								<li class="tsd-kind-type-alias"><a href="modules.html#mode" class="tsd-kind-icon">Mode</a></li>
								<li class="tsd-kind-type-alias"><a href="modules.html#netshape" class="tsd-kind-icon">Net<wbr>Shape</a></li>
							</ul>
						</section>
						<section class="tsd-index-section ">
							<h3>Functions</h3>
							<ul class="tsd-index-list">
								<li class="tsd-kind-function"><a href="modules.html#afd" class="tsd-kind-icon">afd</a></li>
								<li class="tsd-kind-function"><a href="modules.html#afn" class="tsd-kind-icon">afn</a></li>
								<li class="tsd-kind-function"><a href="modules.html#defaulttrainingoptions" class="tsd-kind-icon">default<wbr>Training<wbr>Options</a></li>
								<li class="tsd-kind-function"><a href="modules.html#imagedatatomatrix" class="tsd-kind-icon">image<wbr>Data<wbr>ToMatrix</a></li>
								<li class="tsd-kind-function"><a href="modules.html#tofixed" class="tsd-kind-icon">to<wbr>Fixed</a></li>
								<li class="tsd-kind-function"><a href="modules.html#upset" class="tsd-kind-icon">upset</a></li>
							</ul>
						</section>
					</div>
				</section>
			</section>
			<section class="tsd-panel-group tsd-member-group ">
				<h2>Type aliases</h2>
				<section class="tsd-panel tsd-member tsd-kind-type-alias">
					<a name="activationfunction" class="tsd-anchor"></a>
					<h3>Activation<wbr>Function</h3>
					<div class="tsd-signature tsd-kind-icon">Activation<wbr>Function<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;Sigmoid&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;Relu&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;Tanh&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;Softmax&quot;</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/ounana/infers/blob/bfdff3c/src/types.ts#L4">types.ts:4</a></li>
						</ul>
					</aside>
					<div class="tsd-comment tsd-typography">
						<div class="lead">
							<p>激活函数类型</p>
						</div>
					</div>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-type-alias">
					<a name="mode" class="tsd-anchor"></a>
					<h3>Mode</h3>
					<div class="tsd-signature tsd-kind-icon">Mode<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;sgd&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;bgd&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;mbgd&quot;</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/ounana/infers/blob/bfdff3c/src/types.ts#L7">types.ts:7</a></li>
						</ul>
					</aside>
					<div class="tsd-comment tsd-typography">
						<div class="lead">
							<p>梯度更新方式</p>
						</div>
					</div>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-type-alias">
					<a name="netshape" class="tsd-anchor"></a>
					<h3>Net<wbr>Shape</h3>
					<div class="tsd-signature tsd-kind-icon">Net<wbr>Shape<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><a href="modules.html#activationfunction" class="tsd-signature-type" data-tsd-kind="Type alias">ActivationFunction</a><span class="tsd-signature-symbol">]</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-symbol">...</span><span class="tsd-signature-symbol">(</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><a href="modules.html#activationfunction" class="tsd-signature-type" data-tsd-kind="Type alias">ActivationFunction</a><span class="tsd-signature-symbol">]</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol">]</span></div>
					<aside class="tsd-sources">
						<ul>
							<li>Defined in <a href="https://github.com/ounana/infers/blob/bfdff3c/src/types.ts#L10">types.ts:10</a></li>
						</ul>
					</aside>
					<div class="tsd-comment tsd-typography">
						<div class="lead">
							<p>网络形状</p>
						</div>
					</div>
				</section>
			</section>
			<section class="tsd-panel-group tsd-member-group ">
				<h2>Functions</h2>
				<section class="tsd-panel tsd-member tsd-kind-function">
					<a name="afd" class="tsd-anchor"></a>
					<h3>afd</h3>
					<ul class="tsd-signatures tsd-kind-function">
						<li class="tsd-signature tsd-kind-icon">afd<span class="tsd-signature-symbol">(</span>x<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span>, af<span class="tsd-signature-symbol">?: </span><a href="modules.html#activationfunction" class="tsd-signature-type" data-tsd-kind="Type alias">ActivationFunction</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/ounana/infers/blob/bfdff3c/src/common.ts#L54">common.ts:54</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>激活函数求导</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>x: <span class="tsd-signature-type">number</span></h5>
								</li>
								<li>
									<h5><span class="tsd-flag ts-flagOptional">Optional</span> af: <a href="modules.html#activationfunction" class="tsd-signature-type" data-tsd-kind="Type alias">ActivationFunction</a></h5>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-function">
					<a name="afn" class="tsd-anchor"></a>
					<h3>afn</h3>
					<ul class="tsd-signatures tsd-kind-function">
						<li class="tsd-signature tsd-kind-icon">afn<span class="tsd-signature-symbol">(</span>x<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span>, rows<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span>, af<span class="tsd-signature-symbol">?: </span><a href="modules.html#activationfunction" class="tsd-signature-type" data-tsd-kind="Type alias">ActivationFunction</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/ounana/infers/blob/bfdff3c/src/common.ts#L35">common.ts:35</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>激活函数求值</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>x: <span class="tsd-signature-type">number</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>目标</p>
									</div>
								</li>
								<li>
									<h5>rows: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>该层的多个输出值</p>
									</div>
								</li>
								<li>
									<h5><span class="tsd-flag ts-flagOptional">Optional</span> af: <a href="modules.html#activationfunction" class="tsd-signature-type" data-tsd-kind="Type alias">ActivationFunction</a></h5>
									<div class="tsd-comment tsd-typography">
										<p>激活函数类型</p>
									</div>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-function">
					<a name="defaulttrainingoptions" class="tsd-anchor"></a>
					<h3><span class="tsd-flag ts-flagConst">Const</span> default<wbr>Training<wbr>Options</h3>
					<ul class="tsd-signatures tsd-kind-function">
						<li class="tsd-signature tsd-kind-icon">default<wbr>Training<wbr>Options<span class="tsd-signature-symbol">(</span>m<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="interfaces/trainingoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">TrainingOptions</a></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in bpnet.ts:7</li>
								</ul>
							</aside>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>m: <span class="tsd-signature-type">number</span></h5>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <a href="interfaces/trainingoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">TrainingOptions</a></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-function">
					<a name="imagedatatomatrix" class="tsd-anchor"></a>
					<h3>image<wbr>Data<wbr>ToMatrix</h3>
					<ul class="tsd-signatures tsd-kind-function">
						<li class="tsd-signature tsd-kind-icon">image<wbr>Data<wbr>ToMatrix<span class="tsd-signature-symbol">(</span>d<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">ImageData</span>, ch<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">keyof </span><span class="tsd-signature-symbol">typeof </span><a href="enums/channel.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Channel</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/ounana/infers/blob/bfdff3c/src/common.ts#L75">common.ts:75</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>ImageData转Matrix</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>d: <span class="tsd-signature-type">ImageData</span></h5>
								</li>
								<li>
									<h5>ch: <span class="tsd-signature-symbol">keyof </span><span class="tsd-signature-symbol">typeof </span><a href="enums/channel.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Channel</a></h5>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-function">
					<a name="tofixed" class="tsd-anchor"></a>
					<h3>to<wbr>Fixed</h3>
					<ul class="tsd-signatures tsd-kind-function">
						<li class="tsd-signature tsd-kind-icon">to<wbr>Fixed<span class="tsd-signature-symbol">(</span>num<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span>, fix<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/ounana/infers/blob/bfdff3c/src/common.ts#L9">common.ts:9</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>按小数位向下取整</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>num: <span class="tsd-signature-type">number</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>源</p>
									</div>
								</li>
								<li>
									<h5>fix: <span class="tsd-signature-type">number</span></h5>
									<div class="tsd-comment tsd-typography">
										<p>位</p>
									</div>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4>
						</li>
					</ul>
				</section>
				<section class="tsd-panel tsd-member tsd-kind-function">
					<a name="upset" class="tsd-anchor"></a>
					<h3>upset</h3>
					<ul class="tsd-signatures tsd-kind-function">
						<li class="tsd-signature tsd-kind-icon">upset<span class="tsd-signature-symbol">(</span>xs<span class="tsd-signature-symbol">: </span><a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a>, ys<span class="tsd-signature-symbol">: </span><a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>xs<span class="tsd-signature-symbol">: </span><a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a><span class="tsd-signature-symbol">; </span>ys<span class="tsd-signature-symbol">: </span><a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a><span class="tsd-signature-symbol"> }</span></li>
					</ul>
					<ul class="tsd-descriptions">
						<li class="tsd-description">
							<aside class="tsd-sources">
								<ul>
									<li>Defined in <a href="https://github.com/ounana/infers/blob/bfdff3c/src/common.ts#L18">common.ts:18</a></li>
								</ul>
							</aside>
							<div class="tsd-comment tsd-typography">
								<div class="lead">
									<p>打乱特征和标签矩阵，
									两个矩阵行数必须统一</p>
								</div>
							</div>
							<h4 class="tsd-parameters-title">Parameters</h4>
							<ul class="tsd-parameters">
								<li>
									<h5>xs: <a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a></h5>
								</li>
								<li>
									<h5>ys: <a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a></h5>
								</li>
							</ul>
							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>xs<span class="tsd-signature-symbol">: </span><a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a><span class="tsd-signature-symbol">; </span>ys<span class="tsd-signature-symbol">: </span><a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a><span class="tsd-signature-symbol"> }</span></h4>
							<ul class="tsd-parameters">
								<li class="tsd-parameter">
									<h5>xs<span class="tsd-signature-symbol">: </span><a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a></h5>
								</li>
								<li class="tsd-parameter">
									<h5>ys<span class="tsd-signature-symbol">: </span><a href="classes/matrix.html" class="tsd-signature-type" data-tsd-kind="Class">Matrix</a></h5>
								</li>
							</ul>
						</li>
					</ul>
				</section>
			</section>
		</div>
		<div class="col-4 col-menu menu-sticky-wrap menu-highlight">
			<nav class="tsd-navigation primary">
				<ul>
					<li class="current ">
						<a href="modules.html">Exports</a>
					</li>
				</ul>
			</nav>
			<nav class="tsd-navigation secondary menu-sticky">
				<ul class="before-current">
					<li class=" tsd-kind-enum">
						<a href="enums/channel.html" class="tsd-kind-icon">Channel</a>
					</li>
					<li class=" tsd-kind-class">
						<a href="classes/bpnet.html" class="tsd-kind-icon">BPNet</a>
					</li>
					<li class=" tsd-kind-class">
						<a href="classes/edge.html" class="tsd-kind-icon">Edge</a>
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